{"id":15908570,"url":"https://github.com/graykode/brainwave-svm-cross-validation","last_synced_at":"2025-07-01T04:06:42.834Z","repository":{"id":110172809,"uuid":"75727164","full_name":"graykode/brainwave-svm-cross-validation","owner":"graykode","description":"BOB 5기 프로젝트에서 머신러닝 작업을 위해 cross validation으로 modeling 한 데이터입니다.","archived":false,"fork":false,"pushed_at":"2016-12-06T12:28:44.000Z","size":2255,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-03T00:42:11.170Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/graykode.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-12-06T11:58:18.000Z","updated_at":"2018-09-16T12:14:18.000Z","dependencies_parsed_at":"2023-04-19T17:01:18.416Z","dependency_job_id":null,"html_url":"https://github.com/graykode/brainwave-svm-cross-validation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/graykode/brainwave-svm-cross-validation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/graykode%2Fbrainwave-svm-cross-validation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/graykode%2Fbrainwave-svm-cross-validation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/graykode%2Fbrainwave-svm-cross-validation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/graykode%2Fbrainwave-svm-cross-validation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/graykode","download_url":"https://codeload.github.com/graykode/brainwave-svm-cross-validation/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/graykode%2Fbrainwave-svm-cross-validation/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262893639,"owners_count":23380710,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-06T14:22:28.678Z","updated_at":"2025-07-01T04:06:42.809Z","avatar_url":"https://github.com/graykode.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# brainwave-svm-cross-validation\nFrom https://github.com/jijames/brainwave-svm-login, I test throught Cross-validation using Svm. Each person has 9 Experiments data and I make models like this:\n\nA 1 2 3 4 5 6 7 8 9\nB 1 2 3 4 5 6 7 8 9\nC 1 2 3 4 5 6 7 8 9\n\nFirst, I make model except Person A-1 experiment.. and Try this 9 times per one Person. (\"train.sh\")\n\nso Model made like this.\nA_except1, A_except2, ....., A_except9\nB_except2, .... C_except9\n\nSecond, I predicted each tests by each models.(9*9 times) This is coded in \"predict.sh\"\n\nThe result like this.\n\n기범_test.기범_model Average =  0.0739279\n원석_test.기범_model Average =  -0.162976\n태환_test.기범_model Average =  -0.0334192\n\n기범_test.원석_model Average =  0.0437607\n원석_test.원석_model Average =  0.168315\n태환_test.원석_model Average =  0.0210761\n\n기범_test.태환_model Average =  -0.0584809\n원석_test.태환_model Average =  0.103501\n태환_test.태환_model Average =  -0.00806665\n\nNear to -1 mean is different to each one. Near to 1 mean is same to each one\n\nBut I think it has a large range Accuracy. Maybe DataSet is not good enough..:'( \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgraykode%2Fbrainwave-svm-cross-validation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgraykode%2Fbrainwave-svm-cross-validation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgraykode%2Fbrainwave-svm-cross-validation/lists"}